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Namjun Kim

Ph.D. Student
Korea University
namjun-kim (at) korea.ac.kr


About Me

Hi, thanks for stopping by! :wave:

I am a PhD student in Artificial Intelligence at Korea University, where I am fortunate to be advised by Prof. Sejun Park. Previously, I received my BS in mathematics and big data analysis from Chonnam National University.

My main research question is to develop a rigorous theoretical understanding of deep learning. More specifically, I am broadly interested in (but not limited to) the generalization abilities / expressive power of deep learning models and analyzing optimization properties.

Here is my formal CV!


News

[Jan. 2024] Our paper about universal approximation is accepted to ICLR 2024 :tada:


Publications

  1. Minimum width for universal approximation using ReLU networks on compact domain
    Namjun Kim, Chanho Min, Sejun Park
    ICLR 2024